{"id":"W2913450070","doi":"10.1111/zph.12560","title":"Estimating direct healthcare costs attributable to laboratory‐confirmed Lyme disease in Ontario, Canada: A population‐based matched cohort study using health administrative data","year":2019,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Queen's University; Institute for Clinical Evaluative Sciences; University of Toronto; Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Public Health Agency of Canada","keywords":"Medicine; Environmental health; Health care; Cohort; Cohort study; Disease; Population; Demography; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156675,0.0006280009,0.0005654236,0.001861404,0.001844812,0.001290211,0.001401607,0.0004929498,0.001388316],"category_scores_gemma":[0.003003175,0.0006298979,0.001156413,0.004519438,0.0005298962,0.0005467326,0.0007171886,0.0006918787,0.000214408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02565192,"about_ca_system_score_gemma":0.02012238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886301,"about_ca_topic_score_gemma":0.9902741,"domain_scores_codex":[0.9989057,0.0001135768,0.0001012828,0.0001988955,0.000388788,0.0002917812],"domain_scores_gemma":[0.9978097,0.0001617561,0.0006807497,0.0001529891,0.0008704897,0.0003243393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008163387,0.00003045183,0.9972229,0.00002576813,0.0001519093,0.00005131412,0.000150523,0.0001634799,0.00005759386,0.00004676011,0.0005678426,0.001449825],"study_design_scores_gemma":[0.00002448104,0.00002767877,0.9979122,0.00002400948,0.00008994327,0.00004897986,0.0002749971,0.0008587372,0.00002406918,0.00002781037,0.000677238,0.000009803289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911984,0.0006965665,0.0003187824,0.0001575838,0.00001020252,0.0001195554,0.006637236,0.00001115375,0.0008505922],"genre_scores_gemma":[0.9941169,0.0006071737,0.0005261903,0.00009516409,0.000009447129,0.00006523134,0.003891345,0.000004887458,0.0006836998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565192,"threshold_uncertainty_score":0.1861186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489840809474093,"score_gpt":0.332966055245566,"score_spread":0.2680676471508251,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}